SR MACHINE LEARNING ENGINEER, INCLUSIVE / RESPONSIBLE AI

Company: Pinterest
Location: San Francisco
Posted on: November 15, 2024

Job Description:

About Pinterest:Millions of people across the world come to Pinterest to find new ideas every day. It's where they get inspiration, dream about new possibilities, and plan for what matters most. Our mission is to help those people find their inspiration and create a life they love. In your role, you'll be challenged to take on work that upholds this mission and pushes Pinterest forward. You'll grow as a person and leader in your field, all the while helping Pinners make their lives better in the positive corner of the internet.Creating a life you love also means finding a career that celebrates the unique perspectives and experiences that you bring. As you read through the expectations of the position, consider how your skills and experiences may complement the responsibilities of the role. We encourage you to think through your relevant and transferable skills from prior experiences.Our new progressive work model is called PinFlex, a term that's uniquely Pinterest to describe our flexible approach to living and working. Visit our PinFlex landing page to learn more.The Inclusive AI team is part of the Advanced Technologies Group (ATG), Pinterest's advanced machine learning team. ATG's goal is to keep Pinterest at the forefront of machine learning technology across multiple use cases including recommendations, ranking, content understanding, and more. It is an applied team that works horizontally across the company on state-of-the-art AI and ML and works on directly bringing that technology to the product in collaboration with product engineering teams. The team also publishes its work in applied research conferences, but the main goal of the team is to have top-line metrics impact.At Pinterest, our goal is to inspire Pinners (our users) to live the life they love. The product is powered by state-of-the-art ML algorithms which are used to understand both the billions of visually rich items on the platform and the interests of our 500M+ monthly active users and recommend inspiring personalized content to them. What this means is that ML at Pinterest is not only multi-modal utilizing image, text, and graph signals as input, but it needs to operate at a very large scale and often in a real-time interactive user experience.Pinterest is known for being a positive and inspirational place on the internet and we believe that inspiration starts with inclusion. The Inclusive AI team is a horizontal team that works across the company on both ML Fairness, GenAI safety, and user-facing features which make our product more inclusive so we can better serve our diverse user base. This includes our launches of groundbreaking features such as user-controllable skin tone and hair pattern search refinements and more recently body type. All of those features are powered by work coming from the Inclusive AI team.We are looking for a Sr. ML Engineer to join our Inclusive AI team, where you will drive cross-team engineering efforts in the Responsible AI / ML Fairness space. You will work closely with other engineering teams, partner on experimentation, and improve ML models across various product surfaces. Additionally, you will mentor junior engineers, stay ahead of industry trends, and collaborate with senior leaders to define and implement our technical strategy in Responsible AI. This role offers the opportunity to work on cutting-edge projects, build large-scale systems, and make a significant impact on both our platform and user experience.What you'll do:

• Lead projects focused on identifying, avoiding, and mitigating bias in a diverse range of ML applications, including Generative AI.
• Collaborate with various engineering teams to create, evaluate, and adopt Responsible AI tools across Pinterest.
• Build state-of-the-art technology using advanced machine learning methods to personalize the Pinterest experience, with a focus on making our product more Inclusive.
• Partner with multiple teams to experiment with and improve ML models for various product surfaces, gaining holistic ML knowledge across domains like RecSys, LLMs, Representation Learning, Ads, Shopping, and Search.
• Contribute to high-impact environments through quick experimentation and product launches.
• Stay updated on industry trends in Responsible AI recommendation systems and apply data-driven methods to enhance model performance.What we're looking for:
  • Experience with state-of-the-art ML Fairness techniques and Responsible AI principles.
  • Proficiency in advanced ML approaches such as representation learning, transformer-based architectures, generative modeling, and large language models (LLMs).
  • Expertise in large-scale data processing tools and frameworks like Hive, Scalding, Spark, Kafka, Hadoop, and MapReduce.
  • Hands-on experience in building, deploying, and measuring ML Fairness at a large scale, bridging advanced techniques to real-world impacts.
  • 4+ years of experience working within engineering teams on large-scale ML-driven user-facing products, with strong project management skills.
  • Masters or PhD in Comp Sci or related fields.
  • Passion for applied ML, Pinterest product, and working on the Inclusive/Responsible AI space.Relocation Statement:
    • This position is not eligible for relocation assistance. Visit our PinFlex page to learn more about our working model.#LI-REMOTE
      
      Take the next step in your career now, scroll down to read the full role description and make your application.
      #LI-AK7At Pinterest, we believe the workplace should be equitable, inclusive, and inspiring for every employee. In an effort to provide greater transparency, we are sharing the base salary range for this position. The position is also eligible for equity. Final salary is based on a number of factors including location, travel, relevant prior experience, or particular skills and expertise.Information regarding the culture at Pinterest and benefits available for this position can be found here.US based applicants only$141,990-$292,128 USDOur Commitment to Diversity:Pinterest is an equal opportunity employer and makes employment decisions on the basis of merit. We want to have the best qualified people in every job. All qualified applicants will receive consideration for employment without regard to race, color, ancestry, national origin, religion or religious creed, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, age, marital status, status as a protected veteran, physical or mental disability, medical condition, genetic information or characteristics (or those of a family member) or any other consideration made unlawful by applicable federal, state or local laws. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you require a medical or religious accommodation during the job application process, please complete this form for support.
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Keywords: Pinterest, Hayward , SR MACHINE LEARNING ENGINEER, INCLUSIVE / RESPONSIBLE AI, Engineering , San Francisco, California